{"id":"W1502068769","doi":"","title":"Using open hole and cased-hole resistivity logs to monitor gas hydrate dissociation during a thermal test in the mallik 5L-38 research well, Mackenzie Delta, Canada","year":2005,"lang":"en","type":"article","venue":"Petrophysics – The SPWLA Journal of Formation Evaluation and Reservoir Description","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clathrate hydrate; Electrical resistivity and conductivity; Hydrate; Geology; Saturation (graph theory); Natural gas; Mineralogy; Permafrost; Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00550929,0.0001278805,0.000154044,0.000101033,0.0007165711,0.0003177784,0.0003421373,0.00005472741,0.00008059356],"category_scores_gemma":[0.0002610136,0.00007976405,0.00003192353,0.0004980357,0.00007914677,0.001413321,0.0001729423,0.0004346526,0.00001039957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009232692,"about_ca_system_score_gemma":0.00009065386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02463169,"about_ca_topic_score_gemma":0.03387406,"domain_scores_codex":[0.9969637,0.0009721649,0.000469835,0.000158931,0.00117175,0.0002636487],"domain_scores_gemma":[0.9989403,0.0002264007,0.0003669678,0.0001849009,0.0001835022,0.00009787745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004185755,0.0002526774,0.006328712,0.00004417396,0.00003543269,0.00001225208,0.009066438,0.8523017,0.1210932,0.00009840653,0.001070983,0.00927755],"study_design_scores_gemma":[0.001870434,0.0002750572,0.2753106,0.00013052,0.00009456242,0.00005084535,0.004350383,0.7105064,0.00422914,0.001940961,0.0009754291,0.0002656385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944256,0.0001360587,0.000231399,0.004033437,0.00008444457,0.000599571,0.00001151267,0.000002540703,0.0004754713],"genre_scores_gemma":[0.999128,0.0001191506,0.0003550827,0.0001154612,0.0001458093,0.0000139213,0.00001121462,0.00001042463,0.0001009778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689819,"threshold_uncertainty_score":0.9837552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06136060733094107,"score_gpt":0.3228947373394378,"score_spread":0.2615341300084967,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}